Foundations of Machine Learning

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Machine learning consists of designing efficient and accurate prediction algo-rithms. As in other areas of computer science, some critical measures of the quality of these algorithms are their time and space complexity. But, in machine learning, we will need additionally a notion of sample complexity to evaluate the sample size

  Machine, Learning, Goals, Algorithm, Machine learning, Algo rithms, Rithms